Volumetric and Multi-View CNNs for Object Classification on 3D Data

12 April 2016

Matthias Niessner

Papers citing "Volumetric and Multi-View CNNs for Object Classification on 3D Data"

50 / 580 papers shown

Title
Multi-view consensus CNN for 3D facial landmark placement Rasmus Paulsen K. A. Juhl T. M. Haspang Thomas F. Hansen M. Ganz Gudmundur Einarsson 3DH 3DV 14 34 0 14 Oct 2019
Optimization and Manipulation of Contextual Mutual Spaces for Multi-User Virtual and Augmented Reality Interaction Mohammad Keshavarzi An Yang Woojin Ko Luisa Caldas 21 33 0 14 Oct 2019
Adaptive and Azimuth-Aware Fusion Network of Multimodal Local Features for 3D Object Detection Yonglin Tian Kunfeng Wang Yuang Wang Yulin Tian Zilei Wang Fei-Yue Wang 3DPC 25 20 0 10 Oct 2019
Towards Automatic Embryo Staging in 3D+T Microscopy Images using Convolutional Neural Networks and PointNets Manuel Traub Johannes Stegmaier 3DPC 6 2 0 01 Oct 2019
Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DPC 31 8 0 30 Sep 2019
Point Attention Network for Semantic Segmentation of 3D Point Clouds Mingtao Feng Liang Zhang Xuefei Lin Syed Zulqarnain Gilani Ajmal Mian 3DPC 61 150 0 27 Sep 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation Li Jiang Hengshuang Zhao Shu Liu Xiaoyong Shen Chi-Wing Fu Jiaya Jia 3DPC 29 193 0 23 Sep 2019
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 21 8 0 23 Sep 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 39 252 0 12 Sep 2019
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 128 270 0 09 Sep 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 31 38 0 29 Aug 2019
HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition Xin Wei Ruixuan Yu Jian Sun 3DH 3DV 21 1 0 27 Aug 2019
Efficient Learning on Point Clouds with Basis Point Sets Sergey Prokudin Christoph Lassner Javier Romero 3DPC 18 117 0 24 Aug 2019
Joint Embedding of 3D Scan and CAD Objects Manuel Dahnert Angela Dai Leonidas J. Guibas Matthias Nießner 3DPC 25 34 0 19 Aug 2019
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Congcong Wen Lina Yang Ling Peng Xiang Li T. Chi 3DPC 29 99 0 19 Aug 2019
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 27 168 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 36 347 0 17 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 40 763 0 13 Aug 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 41 195 0 13 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 30 215 0 13 Aug 2019
Fast Point R-CNN Yilun Chen Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 25 380 0 08 Aug 2019
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DPC 27 36 0 07 Aug 2019
View N-gram Network for 3D Object Retrieval Xinwei He Tengteng Huang S. Bai X. Bai 3DPC 18 56 0 06 Aug 2019
LassoNet: Deep Lasso-Selection of 3D Point Clouds Zhutian Chen Wei Zeng Zhiguang Yang Lingyun Yu Chi-Wing Fu Huamin Qu 3DPC 31 44 0 31 Jul 2019
Deformable Filter Convolution for Point Cloud Reasoning Yuwen Xiong Mengye Ren Renjie Liao K. Wong R. Urtasun 3DPC 34 17 0 30 Jul 2019
PointHop: An Explainable Machine Learning Method for Point Cloud Classification Min Zhang Haoxuan You Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 11 109 0 30 Jul 2019
Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 33 27 0 28 Jul 2019
PointAtrousGraph: Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points Liang Pan C. Chew Gim Hee Lee 3DPC 19 8 0 23 Jul 2019
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques I. Ward Hamid Laga Bennamoun 30 15 0 22 Jul 2019
Efficient Semantic Scene Completion Network with Spatial Group Convolution Jiahui Zhang Hao Zhao Anbang Yao Yurong Chen Li Zhang Hongen Liao 3DPC 19 115 0 11 Jul 2019
A review on deep learning techniques for 3D sensed data classification David J. Griffiths Jan Boehm 3DPC 3DV 32 165 0 09 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 67 663 0 08 Jul 2019
Spatial Transformer for 3D Point Clouds Jiayun Wang Rudrasis Chakraborty Stella X. Yu 3DPC 22 14 0 26 Jun 2019
Topology Maintained Structure Encoding Qing Fang 3DV 17 0 0 26 Jun 2019
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks Qi Xuan Fuxian Li Yi Liu Yun Xiang 3DPC 27 9 0 15 Jun 2019
HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds Xiuye Gu Yijie Wang Chongruo Wu Yong Jae Lee Panqu Wang 3DPC 32 206 0 12 Jun 2019
VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view Hager Radi Waleed Ali 3DPC 17 14 0 12 Jun 2019
Fast Hierarchical Neural Network for Feature Learning on Point Cloud Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 8 1 0 10 Jun 2019
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation Z. Kang Ning Li 3DPC 6 33 0 07 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 98 1,269 0 04 Jun 2019
Dominant Set Clustering and Pooling for Multi-View 3D Object Recognition Chu Wang Marcello Pelillo Kaleem Siddiqi 3DV 3DPC 30 181 0 04 Jun 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 19 53 0 31 May 2019
A survey of Object Classification and Detection based on 2D/3D data Xiaoke Shen 3DPC 24 26 0 29 May 2019
GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 19 86 0 21 May 2019
SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 27 14 0 18 May 2019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views Zhizhong Han Xinhai Liu Yu-Shen Liu Matthias Zwicker 3DPC 28 39 0 18 May 2019
Transport-Based Neural Style Transfer for Smoke Simulations Byungsoo Kim Vinicius Azevedo Markus Gross B. Solenthaler 30 52 0 17 May 2019
CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching M. Mehltretter Christian Heipke 3DV 13 16 0 17 May 2019
LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer Lin-Zhuo Chen Xuan-Yi Li Deng-Ping Fan Kai Wang Shao-Ping Lu Ming-Ming Cheng 3DPC 14 34 0 14 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation Giorgos Bouritsas Sergiy Bokhnyak Stylianos Ploumpis M. Bronstein S. Zafeiriou MedIm 3DH 26 163 0 08 May 2019